conftrace_

visual representation

208 papers

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Co-occurring keywords

representation learning (6206) self-supervised learning (3777) contrastive learning (4032) multimodal learning (4645) transfer learning (5449) visual representation learning (56) vision-language model (2348) multi-modal learning (1278) object detection (2762) unsupervised learning (3264)

Papers

AlexUNLP-NB at SemEval-2025 Task 1: A Pipeline for Idiom Disambiguation and Visual Representation SEMEVAL 2025
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit AAAI 2025
Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025
Top-Down Guidance for Learning Object-Centric Representations IJCAI 2025
Exploring Artificial Image Generation for Stance Detection EMNLP 2025
Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025
Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025
The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer ICCV 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025
Building Vision Models upon Heat Conduction CVPR 2025
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025
Multimodal Language Models See Better When They Look Shallower EMNLP 2025
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes AAAI 2025
LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs ICCV 2025
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models NIPS 2024
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning NIPS 2024
MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
FoTo: Targeted Visual Topic Modeling for Focused Analysis of Short Texts COLING 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024